/TLC-RL

Training of a Traffic Light Controlling Agent by Reinforcement Learning method with Lienar Function Approximation

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

TLC-RL

Training a Traffic Signal Controlling Agent by Reinforcement Learning method with Lienar Function Approximation Simulation tool: SUMO Python 2.7

  • TD.py: Take action (phase index) and update the linear weight every 10 seconds.
  • RL.py: When phase is changed, agent starts to take action (change phase again or extend the phase) after the mininmum green time.